Skill audit report
Use when a book project needs MiroFish-style simulated reader swarms, niche reader panels, public-opinion simulation, launch reaction testing, cultural/sensitivity risk scouting, agent interviews, review heatmaps, or revision tickets from many fictional readers. Use for requests mentioning simulated readers, public opinion, BookTok/Goodreads/Reddit/Twitter reaction, niche specialists, 20+ agents, crowd response, market reaction, or "MiroFish for books".
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
INFO62
114 GitHub stars
Stars/forks activity
WARN57
114 stars, 38 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
6d since push
License clarity
PASS86
MIT
README/SKILL.md completeness
INFO76
Public metadata needs stronger README/SKILL.md context
Dependency/runtime risk
PASS90
no major dependency risk hints in public metadata
Install availability
PASS92
npx skills add felipelobomotta-blip/book-genesis-studio --skill book-swarm-panel
Install command safety
PASS92
standard package or runtime install path
Permission surface
PASS88
database access
Repository evidence
PASS86
https://github.com/felipelobomotta-blip/book-genesis-studio/tree/master/skills/book-swarm-panel
Review status
WARN46
AI review approval is missing
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install path
92
npx skills add felipelobomotta-blip/book-genesis-studio --skill book-swarm-panel
Repository
88
https://github.com/felipelobomotta-blip/book-genesis-studio/tree/master/skills/book-swarm-panel
License
86
MIT
Maintenance
100
6d since push
AI review
55
Review approval is missing
README/SKILL.md completeness
84
Usable description available
Dependency risk
90
no major dependency risk hints in public metadata
Install command safety
92
standard package or runtime install path
Permission surface
88
database access
Stars/forks activity
57
114 stars, 38 forks; issue activity unavailable in current metadata
Adoption
68
114 GitHub stars
Financial decision safety
58
Research-only use: do not treat output as financial advice or execute a position without human approval.
Warnings
Method
This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.
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